Cheng-lin Liu
39 papers · 2015–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Academic Marathon (10) π§ Keyword Pioneer π Conference Polyglot (10) π Renaissance Researcher (7)
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(83)
π±
Topic Pioneer
π€
Dynamic Duo
(21)
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Conference Pioneer
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Century Club
(38)
ποΈ
Keyword Collector
(177)
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Trend Setter
π₯
Unstoppable
(5)
β‘
Prolific Year
(10)
Conferences
CVPR (11)
AAAI (5)
ACL (5)
ICCV (5)
IJCAI (4)
ECCV (3)
NIPS (3)
COLING (1)
EMNLP (1)
WACV (1)
Top co-authors
Keywords
multimodal learning
(5)
graph neural network
(4)
large language model
(4)
image classification
(4)
benchmark evaluation
(4)
mathematical reasoning
(4)
continual learning
(3)
knowledge distillation
(3)
catastrophic forgetting
(3)
out-of-distribution detection
(3)
neural network
(3)
scene text detection
(2)
geometry problem solving
(2)
instance segmentation
(2)
vision transformer
(2)
visual reasoning
(2)
instruction tuning
(2)
confidence calibration
(2)
semantic segmentation
(2)
data augmentation
(2)
Papers
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
ACL 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
ACL 2025
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models
COLING 2025
Federated Continual Instruction Tuning
ICCV 2025
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
EMNLP 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts
CVPR 2025
Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information
AAAI 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
CVPR 2025
Unified Entropy Optimization for Open-Set Test-Time Adaptation
CVPR 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
NIPS 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
NIPS 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
ACL 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem
ACL 2024
RCL: Reliable Continual Learning for Unified Failure Detection
CVPR 2024
Active Generalized Category Discovery
CVPR 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models
ECCV 2024
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
ECCV 2024
Sequential Transformer for End-to-End Video Text Detection
WACV 2024
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram
IJCAI 2023
OpenMix: Exploring Outlier Samples for Misclassification Detection
CVPR 2023
Visual Traffic Knowledge Graph Generation from Scene Images
ICCV 2023
Social Relation Reasoning Based on Triangular Constraints
AAAI 2023
Plane Geometry Diagram Parsing
IJCAI 2022
Rethinking Confidence Calibration for Failure Prediction
ECCV 2022
Class-Incremental Learning via Dual Augmentation
NIPS 2021
Proxy Graph Matching with Proximal Matching Networks
AAAI 2021
Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition
AAAI 2021
Semantic-Aware Video Text Detection
CVPR 2021
Prototype Augmentation and Self-Supervision for Incremental Learning
CVPR 2021
Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation
CVPR 2019
TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting
ICCV 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks
AAAI 2019
Robust Classification With Convolutional Prototype Learning
CVPR 2018
Practical Block-Wise Neural Network Architecture Generation
CVPR 2018
Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks
IJCAI 2018
Diverse Neuron Type Selection for Convolutional Neural Networks
IJCAI 2017
Deep Direct Regression for Multi-Oriented Scene Text Detection
ICCV 2017
Task-Driven Feature Pooling for Image Classification
ICCV 2015